deflector-gym

Simple RL environment for beam deflector design, built on top of Meent.

Currently, only one-dimensional metasurface environment is implemented.

Setup

git clone https://github.com/kc-ml2/deflector-gym
cd deflector-gym
pip install -e .

How to

import deflector_gym
env = deflector_gym.make('MeentIndex-v0')
obs, info = env.reset()
for step in range(10):
  env.step(env.action_space.sample())

Examples

MeentIndex-v0 was used in Park, Kim, Jung, 2024.

MeentIndexEfield-v0 was used in model-based RL example of Meent.